diff --git a/.github/workflows/data-hibernate-reactive.yml b/.github/workflows/data-hibernate-reactive.yml
index 84723be6..2214a749 100644
--- a/.github/workflows/data-hibernate-reactive.yml
+++ b/.github/workflows/data-hibernate-reactive.yml
@@ -29,7 +29,7 @@ jobs:
           
       - name: Start up databases via Docker Compose 
         run: |
-            docker-compose up -d postgres
+            docker compose up -d postgres
             docker ps -a              
             
       - name: Setup Gradle
diff --git a/.github/workflows/data-jdbc-kotlin.yml b/.github/workflows/data-jdbc-kotlin.yml
index 2a3997f0..00929525 100644
--- a/.github/workflows/data-jdbc-kotlin.yml
+++ b/.github/workflows/data-jdbc-kotlin.yml
@@ -29,7 +29,7 @@ jobs:
           
       - name: Start up databases via Docker Compose 
         run: |
-            docker-compose up -d postgres
+            docker compose up -d postgres
             docker ps -a    
             
       - name: Setup Gradle
diff --git a/.github/workflows/data-jdbc-testcontainers.yml b/.github/workflows/data-jdbc-testcontainers.yml
index de952f83..142f73b9 100644
--- a/.github/workflows/data-jdbc-testcontainers.yml
+++ b/.github/workflows/data-jdbc-testcontainers.yml
@@ -29,7 +29,7 @@ jobs:
           
       - name: Start up databases via Docker Compose 
         run: |
-            docker-compose up -d postgres
+            docker compose up -d postgres
             docker ps -a    
             
       - name: Setup Gradle
diff --git a/.github/workflows/data-jdbc.yml b/.github/workflows/data-jdbc.yml
index e4b9bb01..fd505e59 100644
--- a/.github/workflows/data-jdbc.yml
+++ b/.github/workflows/data-jdbc.yml
@@ -29,7 +29,7 @@ jobs:
           
       - name: Start up databases via Docker Compose 
         run: |
-            docker-compose up -d postgres
+            docker compose up -d postgres
             docker ps -a    
             
       - name: Setup Gradle
diff --git a/.github/workflows/data-jpa-post-service.yml b/.github/workflows/data-jpa-post-service.yml
index 30ce6999..932ffb83 100644
--- a/.github/workflows/data-jpa-post-service.yml
+++ b/.github/workflows/data-jpa-post-service.yml
@@ -29,7 +29,7 @@ jobs:
           
       - name: Start up databases via Docker Compose 
         run: |
-            docker-compose up -d postgres
+            docker compose up -d postgres
             docker ps -a              
             
       - name: Setup Gradle
diff --git a/.github/workflows/data-mongodb-groovy.yml b/.github/workflows/data-mongodb-groovy.yml
index 97c4125b..9ca3e156 100644
--- a/.github/workflows/data-mongodb-groovy.yml
+++ b/.github/workflows/data-mongodb-groovy.yml
@@ -29,7 +29,7 @@ jobs:
           
       - name: Start up databases via Docker Compose 
         run: |
-            docker-compose up -d mongodb
+            docker compose up -d mongodb
             docker ps -a              
             
       - name: Setup Gradle
diff --git a/.github/workflows/data-r2dbc-kotlin-co.yml b/.github/workflows/data-r2dbc-kotlin-co.yml
index 2c0b66a2..e0036a26 100644
--- a/.github/workflows/data-r2dbc-kotlin-co.yml
+++ b/.github/workflows/data-r2dbc-kotlin-co.yml
@@ -29,7 +29,7 @@ jobs:
           
       - name: Start up databases via Docker Compose 
         run: |
-            docker-compose up -d postgres
+            docker compose up -d postgres
             docker ps -a              
             
       - name: Setup Gradle
diff --git a/.github/workflows/data-r2dbc.yml b/.github/workflows/data-r2dbc.yml
index 1b0be123..8ae4ddd5 100644
--- a/.github/workflows/data-r2dbc.yml
+++ b/.github/workflows/data-r2dbc.yml
@@ -29,7 +29,7 @@ jobs:
           
       - name: Start up databases via Docker Compose 
         run: |
-            docker-compose up -d postgres
+            docker compose up -d postgres
             docker ps -a              
             
       - name: Setup Gradle
diff --git a/.github/workflows/mongodb-album-service.yml b/.github/workflows/mongodb-album-service.yml
index e41e4b6b..b44ff7e8 100644
--- a/.github/workflows/mongodb-album-service.yml
+++ b/.github/workflows/mongodb-album-service.yml
@@ -29,7 +29,7 @@ jobs:
          
       - name: Start up databases via Docker Compose 
         run: |
-            docker-compose up -d mongodb
+            docker compose up -d mongodb
             docker ps -a              
       - name: Setup Gradle
         uses: gradle/gradle-build-action@v3
diff --git a/.github/workflows/rxjava3-vertx-pg-client.yml b/.github/workflows/rxjava3-vertx-pg-client.yml
index 8fc21b9d..36ead285 100644
--- a/.github/workflows/rxjava3-vertx-pg-client.yml
+++ b/.github/workflows/rxjava3-vertx-pg-client.yml
@@ -31,7 +31,7 @@ jobs:
           
       - name: Start up databases via Docker Compose 
         run: |
-            docker-compose up -d postgres
+            docker compose up -d postgres
             docker ps -a              
             
       - name: Setup Gradle